tdengine.go 7.5 KB

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  1. // Copyright 2021-2022 EMQ Technologies Co., Ltd.
  2. //
  3. // Licensed under the Apache License, Version 2.0 (the "License");
  4. // you may not use this file except in compliance with the License.
  5. // You may obtain a copy of the License at
  6. //
  7. // http://www.apache.org/licenses/LICENSE-2.0
  8. //
  9. // Unless required by applicable law or agreed to in writing, software
  10. // distributed under the License is distributed on an "AS IS" BASIS,
  11. // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  12. // See the License for the specific language governing permissions and
  13. // limitations under the License.
  14. package main
  15. import (
  16. "database/sql"
  17. "encoding/json"
  18. "fmt"
  19. "github.com/lf-edge/ekuiper/internal/conf"
  20. "github.com/lf-edge/ekuiper/pkg/api"
  21. "github.com/lf-edge/ekuiper/pkg/cast"
  22. "github.com/lf-edge/ekuiper/pkg/errorx"
  23. _ "github.com/taosdata/driver-go/v2/taosSql"
  24. "reflect"
  25. "strings"
  26. )
  27. type (
  28. taosConfig struct {
  29. ProvideTs bool `json:"provideTs"`
  30. Port int `json:"port"`
  31. Ip string `json:"ip"` // To be deprecated
  32. Host string `json:"host"`
  33. User string `json:"user"`
  34. Password string `json:"password"`
  35. Database string `json:"database"`
  36. Table string `json:"table"`
  37. TsFieldName string `json:"tsFieldName"`
  38. Fields []string `json:"fields"`
  39. STable string `json:"sTable"`
  40. TagFields []string `json:"tagFields"`
  41. DataTemplate string `json:"dataTemplate"`
  42. TableDataField string `json:"tableDataField"`
  43. }
  44. taosSink struct {
  45. conf *taosConfig
  46. url string
  47. db *sql.DB
  48. }
  49. )
  50. func (t *taosConfig) delTsField() {
  51. var auxFields []string
  52. for _, v := range t.Fields {
  53. if v != t.TsFieldName {
  54. auxFields = append(auxFields, v)
  55. }
  56. }
  57. t.Fields = auxFields
  58. }
  59. func (t *taosConfig) buildSql(ctx api.StreamContext, mapData map[string]interface{}) (string, error) {
  60. if 0 == len(mapData) {
  61. return "", fmt.Errorf("data is empty.")
  62. }
  63. logger := ctx.GetLogger()
  64. var (
  65. table, sTable string
  66. keys, vals, tags []string
  67. err error
  68. )
  69. table, err = ctx.ParseTemplate(t.Table, mapData)
  70. if err != nil {
  71. logger.Errorf("parse template for table %s error: %v", t.Table, err)
  72. return "", err
  73. }
  74. sTable, err = ctx.ParseTemplate(t.STable, mapData)
  75. if err != nil {
  76. logger.Errorf("parse template for sTable %s error: %v", t.STable, err)
  77. return "", err
  78. }
  79. if t.ProvideTs {
  80. if v, ok := mapData[t.TsFieldName]; !ok {
  81. return "", fmt.Errorf("Timestamp field not found : %s.", t.TsFieldName)
  82. } else {
  83. keys = append(keys, t.TsFieldName)
  84. vals = append(vals, fmt.Sprintf(`"%v"`, v))
  85. }
  86. } else {
  87. vals = append(vals, "now")
  88. keys = append(keys, t.TsFieldName)
  89. }
  90. if len(t.Fields) != 0 {
  91. for _, k := range t.Fields {
  92. if k == t.TsFieldName {
  93. continue
  94. }
  95. if v, ok := mapData[k]; ok {
  96. keys = append(keys, k)
  97. if reflect.String == reflect.TypeOf(v).Kind() {
  98. vals = append(vals, fmt.Sprintf(`"%v"`, v))
  99. } else {
  100. vals = append(vals, fmt.Sprintf(`%v`, v))
  101. }
  102. } else {
  103. logger.Warnln("not found field:", k)
  104. }
  105. }
  106. } else {
  107. for k, v := range mapData {
  108. if k == t.TsFieldName {
  109. continue
  110. }
  111. keys = append(keys, k)
  112. if reflect.String == reflect.TypeOf(v).Kind() {
  113. vals = append(vals, fmt.Sprintf(`"%v"`, v))
  114. } else {
  115. vals = append(vals, fmt.Sprintf(`%v`, v))
  116. }
  117. }
  118. }
  119. if len(t.TagFields) > 0 {
  120. for _, v := range t.TagFields {
  121. switch mapData[v].(type) {
  122. case string:
  123. tags = append(tags, fmt.Sprintf(`"%s"`, mapData[v]))
  124. default:
  125. tags = append(tags, fmt.Sprintf(`%v`, mapData[v]))
  126. }
  127. }
  128. }
  129. sqlStr := fmt.Sprintf("%s (%s)", table, strings.Join(keys, ","))
  130. if sTable != "" {
  131. sqlStr += " using " + sTable
  132. }
  133. if len(tags) != 0 {
  134. sqlStr += " tags (" + strings.Join(tags, ",") + ")"
  135. }
  136. sqlStr += " values (" + strings.Join(vals, ",") + ")"
  137. return sqlStr, nil
  138. }
  139. func (m *taosSink) Configure(props map[string]interface{}) error {
  140. cfg := &taosConfig{
  141. User: "root",
  142. Password: "taosdata",
  143. }
  144. err := cast.MapToStruct(props, cfg)
  145. if err != nil {
  146. return fmt.Errorf("read properties %v fail with error: %v", props, err)
  147. }
  148. if cfg.Ip != "" {
  149. conf.Log.Warnf("Deprecated: Tdengine sink ip property is deprecated, use host instead.")
  150. if cfg.Host == "" {
  151. cfg.Host = cfg.Ip
  152. }
  153. }
  154. if cfg.Host == "" {
  155. cfg.Host = "localhost"
  156. }
  157. if cfg.User == "" {
  158. return fmt.Errorf("propert user is required.")
  159. }
  160. if cfg.Password == "" {
  161. return fmt.Errorf("propert password is required.")
  162. }
  163. if cfg.Database == "" {
  164. return fmt.Errorf("property database is required")
  165. }
  166. if cfg.Table == "" {
  167. return fmt.Errorf("property table is required")
  168. }
  169. if cfg.TsFieldName == "" {
  170. return fmt.Errorf("property TsFieldName is required")
  171. }
  172. if cfg.STable != "" && len(cfg.TagFields) == 0 {
  173. return fmt.Errorf("property tagFields is required when sTable is set")
  174. }
  175. m.url = fmt.Sprintf(`%s:%s@tcp(%s:%d)/%s`, cfg.User, cfg.Password, cfg.Host, cfg.Port, cfg.Database)
  176. m.conf = cfg
  177. return nil
  178. }
  179. func (m *taosSink) Open(ctx api.StreamContext) (err error) {
  180. ctx.GetLogger().Debug("Opening tdengine sink")
  181. m.db, err = sql.Open("taosSql", m.url)
  182. return err
  183. }
  184. func (m *taosSink) Collect(ctx api.StreamContext, item interface{}) error {
  185. ctx.GetLogger().Debugf("tdengine sink receive %s", item)
  186. if m.conf.DataTemplate != "" {
  187. jsonBytes, _, err := ctx.TransformOutput(item)
  188. if err != nil {
  189. return err
  190. }
  191. tm := make(map[string]interface{})
  192. err = json.Unmarshal(jsonBytes, &tm)
  193. if err != nil {
  194. return fmt.Errorf("fail to decode data %s after applying dataTemplate for error %v", string(jsonBytes), err)
  195. }
  196. item = tm
  197. }
  198. if m.conf.TableDataField != "" {
  199. mapData, ok := item.(map[string]interface{})
  200. if ok {
  201. item = mapData[m.conf.TableDataField]
  202. }
  203. }
  204. switch v := item.(type) {
  205. case []map[string]interface{}:
  206. strSli := make([]string, len(v))
  207. for _, mapData := range v {
  208. str, err := m.conf.buildSql(ctx, mapData)
  209. if err != nil {
  210. ctx.GetLogger().Errorf("tdengine sink build sql error %v for data", err, mapData)
  211. return err
  212. }
  213. strSli = append(strSli, str)
  214. }
  215. if len(strSli) > 0 {
  216. strBatch := strings.Join(strSli, " ")
  217. return m.writeToDB(ctx, &strBatch)
  218. }
  219. return nil
  220. case map[string]interface{}:
  221. strBatch, err := m.conf.buildSql(ctx, v)
  222. if err != nil {
  223. ctx.GetLogger().Errorf("tdengine sink build sql error %v for data", err, v)
  224. return err
  225. }
  226. return m.writeToDB(ctx, &strBatch)
  227. case []interface{}:
  228. strSli := make([]string, len(v))
  229. for _, data := range v {
  230. mapData, ok := data.(map[string]interface{})
  231. if !ok {
  232. ctx.GetLogger().Errorf("unsupported type: %T", data)
  233. return fmt.Errorf("unsupported type: %T", data)
  234. }
  235. str, err := m.conf.buildSql(ctx, mapData)
  236. if err != nil {
  237. ctx.GetLogger().Errorf("tdengine sink build sql error %v for data", err, mapData)
  238. return err
  239. }
  240. strSli = append(strSli, str)
  241. }
  242. if len(strSli) > 0 {
  243. strBatch := strings.Join(strSli, " ")
  244. return m.writeToDB(ctx, &strBatch)
  245. }
  246. return nil
  247. default: // never happen
  248. return fmt.Errorf("unsupported type: %T", item)
  249. }
  250. }
  251. func (m *taosSink) writeToDB(ctx api.StreamContext, SqlVal *string) error {
  252. finalSql := "INSERT INTO " + *SqlVal + ";"
  253. ctx.GetLogger().Debugf(finalSql)
  254. rows, err := m.db.Query(finalSql)
  255. if err != nil {
  256. return fmt.Errorf("%s: %s", errorx.IOErr, err.Error())
  257. }
  258. rows.Close()
  259. return nil
  260. }
  261. func (m *taosSink) Close(ctx api.StreamContext) error {
  262. if m.db != nil {
  263. return m.db.Close()
  264. }
  265. return nil
  266. }
  267. func Tdengine() api.Sink {
  268. return &taosSink{}
  269. }